为什么gevent.socket会破坏multiprocessing.connection的认证?
我有一个应用程序,它同时使用了 grequests
和 multiprocessing.managers
,主要是为了实现进程间通信和异步的HTTP请求。
看起来,grequests
在使用 gevent.monkey
的 patch_all()
方法时,会破坏 multiprocessing.connection
模块,这个模块是 multiprocessing.manager.SyncManager
类及其衍生类所用的。
这个问题显然不是个别现象,而是影响到任何使用 multiprocessing.connection
的情况,比如 multiprocessing.pool
等等。
深入查看 gevent/monkey.py
的代码后,我发现将标准库中的 socket
模块替换成 gevent.socket
是导致问题的原因。这个替换可以在 gevent/monkey.py
的第115行找到,位于 patch_socket()
函数中:
def patch_socket(dns=True, aggressive=True):
"""Replace the standard socket object with gevent's cooperative sockets.
...
_socket.socket = socket.socket # This line breaks multiprocessing.connection!
...
我的问题是,为什么这个替换会破坏 multiprocessing.connection
,而使用 gevent.socket
相比于标准库的 socket
模块有什么好处?也就是说,如果我不替换 socket
模块,会有什么性能损失吗?
错误追踪信息
Traceback (most recent call last):
File "clientWithGeventMonkeyPatch.py", line 49, in <module>
client = GetClient(host, port, authkey)
File "clientWithGeventMonkeyPatch.py", line 39, in GetClient
client.connect()
File "/usr/lib/python2.7/multiprocessing/managers.py", line 500, in connect
conn = Client(self._address, authkey=self._authkey)
File "/usr/lib/python2.7/multiprocessing/connection.py", line 175, in Client
answer_challenge(c, authkey)
File "/usr/lib/python2.7/multiprocessing/connection.py", line 414, in answer_challenge
response = connection.recv_bytes(256) # reject large message
IOError: [Errno 11] Resource temporarily unavailable
重现错误的代码
(在 Ubuntu 11.10 服务器上,使用 Python 2.7.3,并安装了 gevent、greenlet 和 grequests)
manager.py
## manager.py
import multiprocessing
import multiprocessing.managers
import datetime
class LocalManager(multiprocessing.managers.SyncManager):
def __init__(self, *args, **kwargs):
multiprocessing.managers.SyncManager.__init__(self, *args, **kwargs)
self.__type__ = 'LocalManager'
def GetManager(host, port, authkey):
def getdatetime():
return '{}'.format(datetime.datetime.now())
LocalManager.register('getdatetime', callable = getdatetime)
manager = LocalManager(address = (host, port), authkey = authkey)
manager.start()
return manager
if __name__ == '__main__':
# define our manager connection parameters
port = 55555
host = 'localhost'
authkey = 'auth1234'
# start a manager
man = GetManager(host, port, authkey)
# wait for user input to shut down
raw_input('return to shutdown')
man.shutdown()
client.py
## client.py -- this one works
import time
import multiprocessing.managers
class RemoteClient(multiprocessing.managers.SyncManager):
def __init__(self, *args, **kwargs):
multiprocessing.managers.SyncManager.__init__(self, *args, **kwargs)
self.__type__ = 'RemoteClient'
def GetClient(host, port, authkey):
RemoteClient.register('getdatetime')
client = RemoteClient(address = (host, port), authkey = authkey)
client.connect()
return client
if __name__ == '__main__':
# define our client connection parameters
port = 55555
host = 'localhost'
authkey = 'auth1234'
# start a manager
client = GetClient(host, port, authkey)
print 'connected', client
print 'client.getdatetime()', client.getdatetime()
# wait a couple of seconds, then do it again
time.sleep(2)
print 'client.getdatetime()', client.getdatetime()
# exit...
clientWithGeventMonkeyPatch.py
## clientWithGeventMonkeyPatch.py -- breaks, depending on patch_all() parameters
import time
import multiprocessing.managers
# this part is copied from grequests
# bear in mind that it doesn't actually do anything in this module.
try:
import gevent
from gevent import monkey as curious_george
from gevent.pool import Pool
except ImportError:
raise RuntimeError('Gevent is required for grequests.')
# this line causes breakage of the multiprocessing.manager connection auth method:
# Monkey-patch.
# patch_all() parameters with default values: socket=True, dns=True, time=True, select=True, thread=True, os=True, ssl=True, aggressive=True
curious_george.patch_all(thread=False, select=False) # breaks
#~ curious_george.patch_all(thread=False, select=False, socket = False) # works!
#~ curious_george.patch_all(thread=False, select=False, socket = True, aggressive = True, dns = True) # same as (thread=False, select=False); breaks
#~ curious_george.patch_all(thread=False, select=False, socket = True, aggressive = True, dns = False) # breaks
#~ curious_george.patch_all(thread=False, select=False, socket = True, aggressive = False, dns = True) # breaks
#~ curious_george.patch_all(thread=False, select=False, socket = True, aggressive = False, dns = False) # breaks
class RemoteClient(multiprocessing.managers.SyncManager):
def __init__(self, *args, **kwargs):
multiprocessing.managers.SyncManager.__init__(self, *args, **kwargs)
self.__type__ = 'RemoteClient'
def GetClient(host, port, authkey):
RemoteClient.register('getdatetime')
client = RemoteClient(address = (host, port), authkey = authkey)
client.connect()
return client
if __name__ == '__main__':
# define our client connection parameters
port = 55555
host = 'localhost'
authkey = 'auth1234'
# start a manager
client = GetClient(host, port, authkey)
print 'connected', client
print 'client.getdatetime()', client.getdatetime()
# wait a couple of seconds, then do it again
time.sleep(2)
print 'client.getdatetime()', client.getdatetime()
# exit...
1 个回答
如果你不对socket模块进行修补,gevent
就无法在网络操作时不被阻塞,这样你使用gevent
的主要好处就没法享受了。
gevent
和multiprocessing
其实并不是特别兼容——gevent
主要是希望你通过它来进行网络连接,而不是绕过Python的高级socket接口(而multiprocessing
正是这么做的)。